Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

C3N-02142

· cohortA1

d9c79468-057a-5cdd-987b-5012a023053f

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
cohortA1
subtype
cohortA1
age_years
63.41409993

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.430
  • INTERFERON_GAMMA_RESPONSE+0.380
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.330
  • ALLOGRAFT_REJECTION+0.320
  • ANGIOGENESIS+0.310
  • APICAL_JUNCTION+0.310
  • COMPLEMENT+0.290
  • PANCREAS_BETA_CELLS+0.250
  • GLYCOLYSIS+0.240
  • IL6_JAK_STAT3_SIGNALING+0.190

Top 10 suppressed

  • ANDROGEN_RESPONSE-0.300
  • UV_RESPONSE_DN-0.260
  • MYC_TARGETS_V1-0.220
  • E2F_TARGETS-0.110
  • OXIDATIVE_PHOSPHORYLATION-0.110
  • ESTROGEN_RESPONSE_EARLY-0.090
  • BILE_ACID_METABOLISM-0.070
  • DNA_REPAIR-0.070
  • ESTROGEN_RESPONSE_LATE-0.070
  • NOTCH_SIGNALING-0.070

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-BH-A0BZ-01A-31R-A12P-07
breast-umap@18
C0.742
220130243.TNBC
breast-umap@18
D0.738
3SRR5088821
melanoma-umap@29
0.734
4SRR10900548
melanoma-umap@29
0.705
5SJEPD034_D.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.700
6MNG814
mng-umap@100
0.695
7MNG390
mng-umap@100
0.686
820050099.TNBC
breast-umap@18
D0.685
9SRR8518406
breast-umap@18
D0.684
10TCGA-BH-A0RX-01A-21R-A084-07
breast-umap@18
D0.680

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 34 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.430Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.380Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.330Inavolisib— uncovered
ALLOGRAFT_REJECTION0.320Idelalisib— uncovered
ANGIOGENESIS0.310Remibrutinib— uncovered
APICAL_JUNCTION0.310Inavolisib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
PANCREAS_BETA_CELLS0.250Cobimetinib— uncovered
GLYCOLYSIS0.240Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.190Inavolisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
UV_RESPONSE_UP0.180Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.170Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.170Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.170Inavolisib— uncovered
APICAL_SURFACE0.150Temsirolimus— uncovered
PROTEIN_SECRETION0.140Remibrutinib— uncovered
APOPTOSIS0.120Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.120Inavolisib— uncovered
MYOGENESIS0.120Inavolisib— uncovered